NHGH analysis

Introduction

Diabetes Mellitus is a chronic disease.

• Pancreas fails to produce sufficient amount of insulin.
• The body cannot effectively utilize the insulin it generates.

Problem: More than 422 million people have diabetes and 1.5 million deaths each year are directly attributed to diabetes.

Kidney disease?

AIM of the project

Method

Data set contained X observations with X variables after cleaning

Data Wrangling

Added

Descriptive analysis

Income vs. medication

Biomarkers and diagnosis/medication status

Physical attributes and disease/medication status

PCA

Logistic regression model

Classification

Discussion